ium_487194/Jenkins_train

26 lines
985 B
Plaintext
Raw Normal View History

2023-05-12 19:44:16 +02:00
pipeline {
agent any
parameters {
string(name: 'EPOCHS', defaultValue: '100', description: 'Number of epochs')
string(name: 'LR', defaultValue: '0.01', description: 'Learning rate')
}
stages {
2023-05-12 20:25:32 +02:00
stage('checkout: Check out from version control') {
steps {
checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's487194', url: 'https://git.wmi.amu.edu.pl/s487194/ium_487194']]])
2023-05-12 19:44:16 +02:00
}
}
2023-05-12 20:46:27 +02:00
stage('Docker and Training'){
2023-05-12 19:44:16 +02:00
steps {
script {
2023-05-12 22:34:00 +02:00
def dockerImage = docker.image('s487194/ium:lab5_5')
2023-05-12 20:46:27 +02:00
dockerImage.inside {
2023-05-12 22:02:26 +02:00
sh "python train.py -epochs ${params.EPOCHS} -lr ${params.LR}"
2023-05-12 20:46:27 +02:00
archiveArtifacts artifacts: 'classificationn_model.pt', onlyIfSuccessful: true
2023-05-12 19:44:16 +02:00
}
}
}
}
}
}